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Publication search results
found 149 matches
- 2024
- Jan Valosek, Theo Mathieu, Raphaelle Schlienger, Olivia S. Kowalczyk, Julien Cohen-Adad:
Automatic Segmentation of the Spinal Cord Nerve Rootlets. CoRR abs/2402.00724 (2024) - Julien Cohen-Adad:
Open Source in Lab Management. CoRR abs/2405.07774 (2024) - 2023
- David Cohen-Steiner, André Lieutier
, Julien Vuillamy:
Delaunay and Regular Triangulations as Lexicographic Optimal Chains. Discret. Comput. Geom. 70(1): 1-50 (2023) - Moein Heidari, Amirhossein Kazerouni
, Milad Soltany Kadarvish, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof:
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation. WACV 2023: 6191-6201 - Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof:
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach. CoRR abs/2301.10847 (2023) - Patrick Saux, Pierre Bauvin, Violeta Raverdy, Julien Teigny, Hélène Verkindt, Tomy Soumphonphakdy, Maxence Debert, Anne Jacobs, Daan Jacobs, Valerie Monpellier, Phong Ching Lee, Chin Hong Lim, Johanna C. Andersson-Assarsson, Lena M. S. Carlsson, Per-Arne Svensson, Florence Galtier, Guelareh Dezfoulian, Mihaela Moldovanu, Severine Andrieux, Julien Couster, Marie Lepage, Erminia Lembo, Ornella Verrastro, Maud Robert, Paulina Salminen, Geltrude Mingrone, Ralph Peterli, Ricardo V. Cohen, Carlos Zerrweck, David Nocca, Carel W. Le Roux, Robert Caiazzo, Philippe Preux, François Pattou:
Development and validation of an interpretable machine learning-based calculator for predicting 5-year weight trajectories after bariatric surgery: a multinational retrospective cohort SOPHIA study. CoRR abs/2308.16585 (2023) - Sandrine Bédard, Enamundram Naga Karthik, Charidimos Tsagkas, Emanuele Pravatà, Cristina Granziera, Andrew Smith, Kenneth Arnold Weber II, Julien Cohen-Adad:
Towards contrast-agnostic soft segmentation of the spinal cord. CoRR abs/2310.15402 (2023) - 2022
- David Cohen-Steiner, André Lieutier, Julien Vuillamy
:
Lexicographic Optimal Homologous Chains and Applications to Point Cloud Triangulations. Discret. Comput. Geom. 68(4): 1155-1174 (2022) - Vicente Enguix, Jeanette K. Kenley, David Luck, Julien Cohen-Adad, Gregory A. Lodygensky:
NeoRS: A Neonatal Resting State fMRI Data Preprocessing Pipeline. Frontiers Neuroinformatics 16 (2022) - Ali Khatibi
, Shahabeddin Vahdat
, Ovidiu V. Lungu, Jürgen Finsterbusch, Christian Büchel, Julien Cohen-Adad, Véronique Marchand-Pauvert
, Julien Doyon:
Brain-spinal cord interaction in long-term motor sequence learning in human: An fMRI study. NeuroImage 253: 119111 (2022) - Julienne LaChance
, Kevin Suh
, Jens Clausen, Daniel J. Cohen:
Learning the rules of collective cell migration using deep attention networks. PLoS Comput. Biol. 18(4) (2022) - Haykel Snoussi, Benoît Combès, Olivier Commowick, Elise Bannier, Anne Kerbrat, Julien Cohen-Adad, Christian Barillot, Emmanuel Caruyer:
Reproducibility and Evolution of Diffusion Mri Measurements Within the Cervical Spinal Cord in Multiple Sclerosis. ISBI 2022: 1-5 - Reza Azad, Moein Heidari, Julien Cohen-Adad, Ehsan Adeli
, Dorit Merhof:
Intervertebral Disc Labeling with Learning Shape Information, a Look once Approach. PRIME@MICCAI 2022: 49-59 - Catherine Dubois, Julien Cohen:
STAF 2022 Workshop Proceedings: 10th International Workshop on Bidirectional Transformations (BX 2022), 2nd International Workshop on Foundations and Practice of Visual Modeling (FPVM 2022) and 2nd International Workshop on MDE for Smart IoT Systems (MeSS 2022) (co-located with Software Technologies: Applications and Foundations federation of conferences (STAF 2022)), Nantes, France, July 5-8, 2022. CEUR Workshop Proceedings 3250, CEUR-WS.org 2022 [contents] - Andréanne Lemay, Charley Gros, Julien Cohen-Adad:
Label fusion and training methods for reliable representation of inter-rater uncertainty. CoRR abs/2202.07550 (2022) - Reza Azad, Nika Khosravi, Mohammad Dehghanmanshadi, Julien Cohen-Adad, Dorit Merhof:
Medical Image Segmentation on MRI Images with Missing Modalities: A Review. CoRR abs/2203.06217 (2022) - Reza Azad, Moein Heidari, Julien Cohen-Adad, Ehsan Adeli, Dorit Merhof:
Intervertebral Disc Labeling With Learning Shape Information, A Look Once Approach. CoRR abs/2204.02943 (2022) - Moein Heidari, Amirhossein Kazerouni
, Milad Soltany Kadarvish, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof:
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation. CoRR abs/2207.08518 (2022) - Enamundram Naga Karthik, Anne Kerbrat, Pierre Labauge, Tobias Granberg, Jason Talbott, Daniel S. Reich, Massimo Filippi, Rohit Bakshi, Virginie Callot, Sarath Chandar, Julien Cohen-Adad:
Segmentation of Multiple Sclerosis Lesions across Hospitals: Learn Continually or Train from Scratch? CoRR abs/2210.15091 (2022) - 2021
- Saeid Asgari Taghanaki, Kumar Abhishek
, Joseph Paul Cohen, Julien Cohen-Adad, Ghassan Hamarneh
:
Deep semantic segmentation of natural and medical images: a review. Artif. Intell. Rev. 54(1): 137-178 (2021) - Charley Gros
, Andréanne Lemay
, Olivier Vincent
, Lucas Rouhier, Marie-Helene Bourget
, Anthime Bucquet, Joseph Paul Cohen, Julien Cohen-Adad
:
ivadomed: A Medical Imaging Deep Learning Toolbox. J. Open Source Softw. 6(58): 2868 (2021) - Charley Gros
, Andréanne Lemay
, Julien Cohen-Adad:
SoftSeg: Advantages of soft versus binary training for image segmentation. Medical Image Anal. 71: 102038 (2021) - Alexandra Tinnermann
, Christian Büchel, Julien Cohen-Adad:
Cortico-spinal imaging to study pain. NeuroImage 224: 117439 (2021) - Reza Azad, Lucas Rouhier, Julien Cohen-Adad:
Stacked Hourglass Network with a Multi-level Attention Mechanism: Where to Look for Intervertebral Disc Labeling. MLMI@MICCAI 2021: 406-415 - Andréanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad:
Benefits of Linear Conditioning for Segmentation using Metadata. MIDL 2021: 416-430 - Daniel Suo, Cyril Zhang, Paula Gradu, Udaya Ghai, Xinyi Chen, Edgar Minasyan, Naman Agarwal, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel J. Cohen, Elad Hazan:
Machine Learning for Mechanical Ventilation Control. CoRR abs/2102.06779 (2021) - Andréanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad:
Benefits of Linear Conditioning for Segmentation using Metadata. CoRR abs/2102.09582 (2021) - Olivier Vincent, Charley Gros, Julien Cohen-Adad:
Impact of individual rater style on deep learning uncertainty in medical imaging segmentation. CoRR abs/2105.02197 (2021) - Reza Azad, Lucas Rouhier, Julien Cohen-Adad:
Stacked Hourglass Network with a Multi-level Attention Mechanism: Where to Look for Intervertebral Disc Labeling. CoRR abs/2108.06554 (2021) - Uzay Macar, Enamundram Naga Karthik, Charley Gros, Andréanne Lemay, Julien Cohen-Adad:
Team NeuroPoly: Description of the Pipelines for the MICCAI 2021 MS New Lesions Segmentation Challenge. CoRR abs/2109.05409 (2021)
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